DocumentCode
2909364
Title
On the Equivalence between some Block Oriented Nonlinear Models and Nonlinear Polynomial State Space Models
Author
Paduart, Johan ; Schoukens, Johan ; Gomme, Liesbeth
Author_Institution
Vrije Univ. Brussel, Brussels
fYear
2007
fDate
1-3 May 2007
Firstpage
1
Lastpage
6
Abstract
In order to determine how rich the class of nonlinear polynomial state space models is, a comparison with some standard block-oriented nonlinear models is made. The pros and cons of both modelling approaches are discussed, and illustrated on two real measurement examples.
Keywords
equivalence classes; identification; nonlinear systems; polynomials; state-space methods; Hammerstein system; Wiener system; Wiener-Hammerstein system; block oriented nonlinear models; identification; nonlinear feedback system; nonlinear polynomial state space models; Biological system modeling; Instrumentation and measurement; Linear approximation; MIMO; Nonlinear systems; Polynomials; Space technology; State-space methods; Technological innovation; Vectors; Identification; Nonlinear systems; State space methods;
fLanguage
English
Publisher
ieee
Conference_Titel
Instrumentation and Measurement Technology Conference Proceedings, 2007. IMTC 2007. IEEE
Conference_Location
Warsaw
ISSN
1091-5281
Print_ISBN
1-4244-0588-2
Type
conf
DOI
10.1109/IMTC.2007.379029
Filename
4258130
Link To Document